Pandas Profiling Report

Dataset statistics

Number of variables	13
Number of observations	800214
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	79.4 MiB
Average record size in memory	104.0 B

Variable types

Numeric	13

Alerts

`height` is highly overall correlated with `timestamp` and 7 other fields	High correlation
`timestamp` is highly overall correlated with `height` and 7 other fields	High correlation
`size` is highly overall correlated with `height` and 8 other fields	High correlation
`tx_count` is highly overall correlated with `height` and 8 other fields	High correlation
`difficulty` is highly overall correlated with `height` and 7 other fields	High correlation
`median_fee_rate` is highly overall correlated with `avg_fee_rate` and 3 other fields	High correlation
`avg_fee_rate` is highly overall correlated with `median_fee_rate` and 2 other fields	High correlation
`total_fees` is highly overall correlated with `height` and 11 other fields	High correlation
`fee_range_min` is highly overall correlated with `height` and 7 other fields	High correlation
`fee_range_max` is highly overall correlated with `median_fee_rate` and 3 other fields	High correlation
`input_count` is highly overall correlated with `height` and 8 other fields	High correlation
`output_count` is highly overall correlated with `height` and 8 other fields	High correlation
`output_amount` is highly overall correlated with `size` and 6 other fields	High correlation
`median_fee_rate` is highly skewed (γ1 = 783.5011544)	Skewed
`avg_fee_rate` is highly skewed (γ1 = 447.0965554)	Skewed
`total_fees` is highly skewed (γ1 = 79.18714208)	Skewed
`fee_range_min` is highly skewed (γ1 = 100.8944991)	Skewed
`fee_range_max` is highly skewed (γ1 = 349.1006345)	Skewed
`output_amount` is highly skewed (γ1 = 56.51785642)	Skewed
`height` is uniformly distributed	Uniform
`height` has unique values	Unique
`median_fee_rate` has 178585 (22.3%) zeros	Zeros
`avg_fee_rate` has 126056 (15.8%) zeros	Zeros
`total_fees` has 125786 (15.7%) zeros	Zeros
`fee_range_min` has 388999 (48.6%) zeros	Zeros
`fee_range_max` has 125902 (15.7%) zeros	Zeros
`input_count` has 89520 (11.2%) zeros	Zeros
`output_amount` has 89527 (11.2%) zeros	Zeros

Reproduction

Analysis started	2023-08-22 15:52:46.365470
Analysis finished	2023-08-22 15:53:33.967075
Duration	47.6 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

height
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	800214
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	400107.5

Minimum	1
Maximum	800214
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	1
5-th percentile	40011.65
Q1	200054.25
median	400107.5
Q3	600160.75
95-th percentile	760203.35
Maximum	800214
Range	800213
Interquartile range (IQR)	400106.5

Descriptive statistics

Standard deviation	231002.03
Coefficient of variation (CV)	0.57734991
Kurtosis	-1.2
Mean	400107.5
Median Absolute Deviation (MAD)	200053.5
Skewness	1.7739415 × 10^-15
Sum	3.2017162 × 10¹¹
Variance	5.3361937 × 10¹⁰
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
533494	1	< 0.1%
533472	1	< 0.1%
533473	1	< 0.1%
533474	1	< 0.1%
533475	1	< 0.1%
533476	1	< 0.1%
533477	1	< 0.1%
533478	1	< 0.1%
533479	1	< 0.1%
Other values (800204)	800204	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
800214	1	< 0.1%
800213	1	< 0.1%
800212	1	< 0.1%
800211	1	< 0.1%
800210	1	< 0.1%
800209	1	< 0.1%
800208	1	< 0.1%
800207	1	< 0.1%
800206	1	< 0.1%
800205	1	< 0.1%

timestamp
Real number (ℝ)

HIGH CORRELATION

Distinct	799869
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4600664 × 10¹²

Minimum	1.2314697 × 10¹²
Maximum	1.6902906 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	1.2314697 × 10¹²
5-th percentile	1.266066 × 10¹²
Q1	1.3483451 × 10¹²
median	1.4564766 × 10¹²
Q3	1.5715458 × 10¹²
95-th percentile	1.6666783 × 10¹²
Maximum	1.6902906 × 10¹²
Range	4.5882089 × 10¹¹
Interquartile range (IQR)	2.232007 × 10¹¹

Descriptive statistics

Standard deviation	1.2980655 × 10¹¹
Coefficient of variation (CV)	0.088904552
Kurtosis	-1.1912838
Mean	1.4600664 × 10¹²
Median Absolute Deviation (MAD)	1.11528 × 10¹¹
Skewness	0.056660869
Sum	1.1683656 × 10¹⁸
Variance	1.684974 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.484947671 × 10¹²	2	< 0.1%
1.288323362 × 10¹²	2	< 0.1%
1.614289092 × 10¹²	2	< 0.1%
1.413427059 × 10¹²	2	< 0.1%
1.529715264 × 10¹²	2	< 0.1%
1.664173771 × 10¹²	2	< 0.1%
1.270850016 × 10¹²	2	< 0.1%
1.274778288 × 10¹²	2	< 0.1%
1.675752662 × 10¹²	2	< 0.1%
1.485728817 × 10¹²	2	< 0.1%
Other values (799859)	800194	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.231469665 × 10¹²	1	< 0.1%
1.231469744 × 10¹²	1	< 0.1%
1.231470173 × 10¹²	1	< 0.1%
1.231470988 × 10¹²	1	< 0.1%
1.231471428 × 10¹²	1	< 0.1%
1.231471789 × 10¹²	1	< 0.1%
1.231472369 × 10¹²	1	< 0.1%
1.231472743 × 10¹²	1	< 0.1%
1.231473279 × 10¹²	1	< 0.1%
1.231473952 × 10¹²	1	< 0.1%

Value	Count	Frequency (%)
1.690290559 × 10¹²	1	< 0.1%
1.690290103 × 10¹²	1	< 0.1%
1.690289642 × 10¹²	1	< 0.1%
1.690288028 × 10¹²	1	< 0.1%
1.690287219 × 10¹²	1	< 0.1%
1.690286847 × 10¹²	1	< 0.1%
1.690286207 × 10¹²	1	< 0.1%
1.690285469 × 10¹²	1	< 0.1%
1.690285289 × 10¹²	1	< 0.1%
1.690284637 × 10¹²	1	< 0.1%

size
Real number (ℝ)

HIGH CORRELATION

Distinct	445651
Distinct (%)	55.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	623126.34

Minimum	176
Maximum	3978938
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	176
5-th percentile	216
Q1	32695
median	427808
Q3	1132182.5
95-th percentile	1553785.4
Maximum	3978938
Range	3978762
Interquartile range (IQR)	1099487.5

Descriptive statistics

Standard deviation	596271.97
Coefficient of variation (CV)	0.95690381
Kurtosis	-0.36719658
Mean	623126.34
Median Absolute Deviation (MAD)	427592
Skewness	0.57365951
Sum	4.9863442 × 10¹¹
Variance	3.5554026 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
216	55546	6.9%
215	25417	3.2%
473	1839	0.2%
474	1686	0.2%
217	1381	0.2%
374	821	0.1%
373	665	0.1%
472	656	0.1%
475	598	0.1%
731	517	0.1%
Other values (445641)	711088	88.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
176	1	< 0.1%
181	2	< 0.1%
183	96	< 0.1%
184	13	< 0.1%
185	8	< 0.1%
186	1	< 0.1%
187	8	< 0.1%
188	31	< 0.1%
189	4	< 0.1%
190	13	< 0.1%

Value	Count	Frequency (%)
3978938	1	< 0.1%
3955272	1	< 0.1%
3952315	1	< 0.1%
3950126	1	< 0.1%
3942952	1	< 0.1%
3939017	1	< 0.1%
3937095	1	< 0.1%
3936545	1	< 0.1%
3935583	1	< 0.1%
3934367	1	< 0.1%

tx_count
Real number (ℝ)

HIGH CORRELATION

Distinct	5451
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1086.8619

Minimum	1
Maximum	12239
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	66
median	657
Q3	2065
95-th percentile	2981
Maximum	12239
Range	12238
Interquartile range (IQR)	1999

Descriptive statistics

Standard deviation	1093.2861
Coefficient of variation (CV)	1.0059108
Kurtosis	-0.66401576
Mean	1086.8619
Median Absolute Deviation (MAD)	655
Skewness	0.68539057
Sum	8.6972208 × 10⁸
Variance	1195274.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	89520	11.2%
2	12768	1.6%
3	6523	0.8%
12	4746	0.6%
4	4324	0.5%
11	4052	0.5%
10	3871	0.5%
9	3535	0.4%
5	3437	0.4%
8	3303	0.4%
Other values (5441)	664135	83.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	89520	11.2%
2	12768	1.6%
3	6523	0.8%
4	4324	0.5%
5	3437	0.4%
6	2999	0.4%
7	3008	0.4%
8	3303	0.4%
9	3535	0.4%
10	3871	0.5%

Value	Count	Frequency (%)
12239	1	< 0.1%
9647	1	< 0.1%
7434	1	< 0.1%
7426	1	< 0.1%
7323	1	< 0.1%
7295	1	< 0.1%
7264	1	< 0.1%
7215	1	< 0.1%
7197	1	< 0.1%
7196	1	< 0.1%

difficulty
Real number (ℝ)

HIGH CORRELATION

Distinct	382
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.1985668 × 10¹²

Minimum	1
Maximum	5.3911173 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1.8186485
Q1	2864140.5
median	1.584272 × 10¹¹
Q3	1.2759819 × 10¹³
95-th percentile	3.4244332 × 10¹³
Maximum	5.3911173 × 10¹³
Range	5.3911173 × 10¹³
Interquartile range (IQR)	1.2759817 × 10¹³

Descriptive statistics

Standard deviation	1.2006497 × 10¹³
Coefficient of variation (CV)	1.667901
Kurtosis	2.7661941
Mean	7.1985668 × 10¹²
Median Absolute Deviation (MAD)	1.584272 × 10¹¹
Skewness	1.836302
Sum	5.7603939 × 10¹⁸
Variance	1.4415597 × 10²⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	32255	4.0%
6.389316884 × 10¹²	2016	0.3%
5.106422925 × 10¹²	2016	0.3%
5.646403852 × 10¹²	2016	0.3%
6.653303141 × 10¹²	2016	0.3%
7.184404943 × 10¹²	2016	0.3%
7.182852314 × 10¹²	2016	0.3%
7.454968648 × 10¹²	2016	0.3%
7.152633352 × 10¹²	2016	0.3%
7.019199231 × 10¹²	2016	0.3%
Other values (372)	749815	93.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	32255	4.0%
1.182899534	2016	0.3%
1.305062132	2016	0.3%
1.344224971	2016	0.3%
1.818648536	2016	0.3%
2.527738215	2016	0.3%
3.781179252	2016	0.3%
4.53108175	2016	0.3%
4.56516291	2016	0.3%
6.085476906	2016	0.3%

Value	Count	Frequency (%)
5.3911173 × 10¹³	1879	0.2%
5.235043946 × 10¹³	2016	0.3%
5.123433886 × 10¹³	2016	0.3%
5.064620643 × 10¹³	2016	0.3%
4.954970318 × 10¹³	2016	0.3%
4.871240595 × 10¹³	2016	0.3%
4.800553431 × 10¹³	2016	0.3%
4.788776434 × 10¹³	2016	0.3%
4.684340029 × 10¹³	2016	0.3%
4.355172221 × 10¹³	2016	0.3%

median_fee_rate
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	1614
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.258466

Minimum	0
Maximum	1029502
Zeros	178585
Zeros (%)	22.3%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	14
Q3	51
95-th percentile	181
Maximum	1029502
Range	1029502
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	1208.2805
Coefficient of variation (CV)	21.865979
Kurtosis	660496.56
Mean	55.258466
Median Absolute Deviation (MAD)	14
Skewness	783.50115
Sum	44218598
Variance	1459941.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	178585	22.3%
1	25178	3.1%
3	24088	3.0%
5	21778	2.7%
2	20899	2.6%
26	19341	2.4%
10	18913	2.4%
4	14380	1.8%
12	13997	1.7%
6	13527	1.7%
Other values (1604)	449528	56.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	178585	22.3%
1	25178	3.1%
2	20899	2.6%
3	24088	3.0%
4	14380	1.8%
5	21778	2.7%
5.661764706	1	< 0.1%
5.702752294	1	< 0.1%
5.720588235	1	< 0.1%
5.731663685	1	< 0.1%

Value	Count	Frequency (%)
1029502	1	< 0.1%
241545	1	< 0.1%
68042	1	< 0.1%
56155	1	< 0.1%
50932	1	< 0.1%
38315	1	< 0.1%
36779	1	< 0.1%
28571	1	< 0.1%
26449	1	< 0.1%
26288	1	< 0.1%

avg_fee_rate
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	3198
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	93.791834

Minimum	0
Maximum	1143052
Zeros	126056
Zeros (%)	15.8%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	10
median	29
Q3	83
95-th percentile	290
Maximum	1143052
Range	1143052
Interquartile range (IQR)	73

Descriptive statistics

Standard deviation	1890.674
Coefficient of variation (CV)	20.158195
Kurtosis	235535.02
Mean	93.791834
Median Absolute Deviation (MAD)	26
Skewness	447.09656
Sum	75053539
Variance	3574648.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	126056	15.8%
10	11936	1.5%
11	11809	1.5%
9	11655	1.5%
8	11319	1.4%
12	11276	1.4%
13	10948	1.4%
14	10823	1.4%
25	10638	1.3%
15	10601	1.3%
Other values (3188)	573153	71.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	126056	15.8%
1	2312	0.3%
2	4581	0.6%
3	5948	0.7%
4	6691	0.8%
5	7858	1.0%
6	8906	1.1%
7	10259	1.3%
8	11319	1.4%
9	11655	1.5%

Value	Count	Frequency (%)
1143052	1	< 0.1%
881023	1	< 0.1%
467224	1	< 0.1%
460010	1	< 0.1%
224045	1	< 0.1%
197623	1	< 0.1%
188909	1	< 0.1%
168952	1	< 0.1%
138642	1	< 0.1%
133415	1	< 0.1%

total_fees
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	585892
Distinct (%)	73.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33592354

Minimum	0
Maximum	2.9153275 × 10¹⁰
Zeros	125786
Zeros (%)	15.7%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1900000
median	10402561
Q3	31619960
95-th percentile	1.4498261 × 10⁸
Maximum	2.9153275 × 10¹⁰
Range	2.9153275 × 10¹⁰
Interquartile range (IQR)	29719960

Descriptive statistics

Standard deviation	92056506
Coefficient of variation (CV)	2.7404006
Kurtosis	18410.23
Mean	33592354
Median Absolute Deviation (MAD)	10352561
Skewness	79.187142
Sum	2.6881072 × 10¹³
Variance	8.4744003 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	125786	15.7%
1000000	4553	0.6%
2000000	2484	0.3%
50000	2440	0.3%
100000	1819	0.2%
3000000	1635	0.2%
150000	1371	0.2%
4000000	1195	0.1%
200000	1118	0.1%
250000	1001	0.1%
Other values (585882)	656812	82.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	125786	15.7%
1	25	< 0.1%
2	8	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
10	46	< 0.1%
19	1	< 0.1%
20	6	< 0.1%

Value	Count	Frequency (%)
2.91532751 × 10¹⁰	1	< 0.1%
2.002260022 × 10¹⁰	1	< 0.1%
1.718464952 × 10¹⁰	1	< 0.1%
1.20013 × 10¹⁰	1	< 0.1%
1.1149075 × 10¹⁰	1	< 0.1%
1.046829921 × 10¹⁰	1	< 0.1%
9480616665	1	< 0.1%
8621369888	1	< 0.1%
8597417976	1	< 0.1%
8591784592	1	< 0.1%

fee_range_min
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	8936
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.3849312

Minimum	0
Maximum	56155
Zeros	388999
Zeros (%)	48.6%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	23
Maximum	56155
Range	56155
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	148.22171
Coefficient of variation (CV)	15.793585
Kurtosis	28708.829
Mean	9.3849312
Median Absolute Deviation (MAD)	1
Skewness	100.8945
Sum	7509953.4
Variance	21969.676
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	388999	48.6%
1	231832	29.0%
2	28942	3.6%
5	22682	2.8%
10	18802	2.3%
3	13592	1.7%
4	9677	1.2%
20	6069	0.8%
6	4445	0.6%
8	3645	0.5%
Other values (8926)	71529	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	388999	48.6%
1	231832	29.0%
1.001127396	1	< 0.1%
1.001536098	1	< 0.1%
1.001636661	1	< 0.1%
1.002364066	1	< 0.1%
1.002624672	1	< 0.1%
1.002635046	1	< 0.1%
1.002695418	1	< 0.1%
1.002967359	2	< 0.1%

Value	Count	Frequency (%)
56155	1	< 0.1%
28571	1	< 0.1%
22321	1	< 0.1%
12875	1	< 0.1%
11389	1	< 0.1%
8968	1	< 0.1%
8482	1	< 0.1%
7751	1	< 0.1%
6693	1	< 0.1%
6329	1	< 0.1%

fee_range_max
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	21711
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2160.2088

Minimum	0
Maximum	49333333
Zeros	125902
Zeros (%)	15.7%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	224
median	474
Q3	1321
95-th percentile	4484
Maximum	49333333
Range	49333333
Interquartile range (IQR)	1097

Descriptive statistics

Standard deviation	85562.366
Coefficient of variation (CV)	39.608378
Kurtosis	163442.11
Mean	2160.2088
Median Absolute Deviation (MAD)	410
Skewness	349.10063
Sum	1.7286293 × 10⁹
Variance	7.3209185 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	125902	15.7%
444	25136	3.1%
389	14034	1.8%
442	13710	1.7%
222	11264	1.4%
3875	10222	1.3%
523	9384	1.2%
3891	9305	1.2%
387	9106	1.1%
469	6925	0.9%
Other values (21701)	565226	70.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	125902	15.7%
1	17	< 0.1%
2	17	< 0.1%
3	24	< 0.1%
4	15	< 0.1%
5	25	< 0.1%
6	20	< 0.1%
7	17	< 0.1%
8	15	< 0.1%
9	12	< 0.1%

Value	Count	Frequency (%)
49333333	1	< 0.1%
24720498	1	< 0.1%
23747800	1	< 0.1%
20748634	1	< 0.1%
16359918	1	< 0.1%
14836520	1	< 0.1%
11823841	1	< 0.1%
11366166	1	< 0.1%
10785992	1	< 0.1%
10374317	1	< 0.1%

input_count
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10912
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2847.7516

Minimum	0
Maximum	20894
Zeros	89520
Zeros (%)	11.2%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	149
median	1988
Q3	5343
95-th percentile	7042
Maximum	20894
Range	20894
Interquartile range (IQR)	5194

Descriptive statistics

Standard deviation	2677.1763
Coefficient of variation (CV)	0.94010174
Kurtosis	-1.2220132
Mean	2847.7516
Median Absolute Deviation (MAD)	1988
Skewness	0.40008404
Sum	2.2788107 × 10⁹
Variance	7167272.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	89520	11.2%
1	9793	1.2%
2	5103	0.6%
12	4175	0.5%
13	4127	0.5%
3	3301	0.4%
14	3213	0.4%
15	2858	0.4%
4	2503	0.3%
11	2354	0.3%
Other values (10902)	673267	84.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	89520	11.2%
1	9793	1.2%
2	5103	0.6%
3	3301	0.4%
4	2503	0.3%
5	2141	0.3%
6	1646	0.2%
7	1358	0.2%
8	1281	0.2%
9	1167	0.1%

Value	Count	Frequency (%)
20894	1	< 0.1%
20881	1	< 0.1%
20848	1	< 0.1%
20837	1	< 0.1%
20817	2	< 0.1%
20805	1	< 0.1%
20796	2	< 0.1%
15982	1	< 0.1%
15294	1	< 0.1%
14679	1	< 0.1%

output_count
Real number (ℝ)

HIGH CORRELATION

Distinct	15811
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3053.4679

Minimum	1
Maximum	23642
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	163
median	1784
Q3	5443
95-th percentile	9022
Maximum	23642
Range	23641
Interquartile range (IQR)	5280

Descriptive statistics

Standard deviation	3230.4213
Coefficient of variation (CV)	1.0579516
Kurtosis	0.60269597
Mean	3053.4679
Median Absolute Deviation (MAD)	1782
Skewness	1.005808
Sum	2.4434278 × 10⁹
Variance	10435622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	87990	11.0%
3	8238	1.0%
2	7027	0.9%
5	3507	0.4%
4	3002	0.4%
7	2207	0.3%
23	2014	0.3%
17	1966	0.2%
21	1947	0.2%
22	1924	0.2%
Other values (15801)	680392	85.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	87990	11.0%
2	7027	0.9%
3	8238	1.0%
4	3002	0.4%
5	3507	0.4%
6	1839	0.2%
7	2207	0.3%
8	1563	0.2%
9	1701	0.2%
10	1311	0.2%

Value	Count	Frequency (%)
23642	1	< 0.1%
23586	1	< 0.1%
23523	1	< 0.1%
22881	1	< 0.1%
22805	1	< 0.1%
22425	1	< 0.1%
22418	1	< 0.1%
22283	1	< 0.1%
22247	1	< 0.1%
21919	1	< 0.1%

output_amount
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	695035
Distinct (%)	86.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0473522 × 10¹²

Minimum	0
Maximum	6.4993243 × 10¹⁴
Zeros	89527
Zeros (%)	11.2%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8.2411603 × 10¹⁰
median	4.0231208 × 10¹¹
Q3	1.1386913 × 10¹²
95-th percentile	3.6610259 × 10¹²
Maximum	6.4993243 × 10¹⁴
Range	6.4993243 × 10¹⁴
Interquartile range (IQR)	1.0562797 × 10¹²

Descriptive statistics

Standard deviation	3.4963679 × 10¹²
Coefficient of variation (CV)	3.3382925
Kurtosis	6363.5245
Mean	1.0473522 × 10¹²
Median Absolute Deviation (MAD)	3.8401577 × 10¹¹
Skewness	56.517856
Sum	8.3810586 × 10¹⁷
Variance	1.2224588 × 10²⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	89527	11.2%
5000000000	2825	0.4%
1 × 10¹⁰	835	0.1%
5000000	361	< 0.1%
1.5 × 10¹⁰	347	< 0.1%
2 × 10¹⁰	262	< 0.1%
100000000	260	< 0.1%
500000000	213	< 0.1%
1000000	184	< 0.1%
10000000	177	< 0.1%
Other values (695025)	705223	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	89527	11.2%
1	1	< 0.1%
6000	3	< 0.1%
10000	1	< 0.1%
21939	1	< 0.1%
50000	1	< 0.1%
57938	1	< 0.1%
90192	1	< 0.1%
100000	1	< 0.1%
117127	1	< 0.1%

Value	Count	Frequency (%)
6.499324335 × 10¹⁴	1	< 0.1%
5.691036471 × 10¹⁴	1	< 0.1%
5.2283214 × 10¹⁴	1	< 0.1%
5.204130183 × 10¹⁴	1	< 0.1%
4.499688523 × 10¹⁴	1	< 0.1%
4.376016742 × 10¹⁴	1	< 0.1%
4.00553845 × 10¹⁴	1	< 0.1%
3.782961374 × 10¹⁴	1	< 0.1%
3.641505161 × 10¹⁴	1	< 0.1%
3.584723975 × 10¹⁴	1	< 0.1%

Auto

Heatmap
Table

	height	timestamp	size	tx_count	difficulty	median_fee_rate	avg_fee_rate	total_fees	fee_range_min	fee_range_max	input_count	output_count	output_amount
height	1.000	1.000	0.890	0.813	0.998	0.267	0.053	0.541	0.698	0.207	0.872	0.826	0.497
timestamp	1.000	1.000	0.890	0.813	0.998	0.267	0.053	0.541	0.698	0.207	0.872	0.826	0.497
size	0.890	0.890	1.000	0.926	0.891	0.383	0.188	0.735	0.685	0.365	0.978	0.929	0.652
tx_count	0.813	0.813	0.926	1.000	0.814	0.473	0.286	0.804	0.680	0.441	0.905	0.970	0.729
difficulty	0.998	0.998	0.891	0.814	1.000	0.273	0.059	0.546	0.700	0.211	0.873	0.827	0.495
median_fee_rate	0.267	0.267	0.383	0.473	0.273	1.000	0.786	0.755	0.361	0.602	0.374	0.463	0.531
avg_fee_rate	0.053	0.053	0.188	0.286	0.059	0.786	1.000	0.666	0.186	0.792	0.181	0.272	0.468
total_fees	0.541	0.541	0.735	0.804	0.546	0.755	0.666	1.000	0.586	0.692	0.728	0.790	0.754
fee_range_min	0.698	0.698	0.685	0.680	0.700	0.361	0.186	0.586	1.000	0.244	0.673	0.667	0.425
fee_range_max	0.207	0.207	0.365	0.441	0.211	0.602	0.792	0.692	0.244	1.000	0.362	0.431	0.581
input_count	0.872	0.872	0.978	0.905	0.873	0.374	0.181	0.728	0.673	0.362	1.000	0.898	0.647
output_count	0.826	0.826	0.929	0.970	0.827	0.463	0.272	0.790	0.667	0.431	0.898	1.000	0.731
output_amount	0.497	0.497	0.652	0.729	0.495	0.531	0.468	0.754	0.425	0.581	0.647	0.731	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	height	timestamp	size	tx_count	difficulty	output_count
0	1	1231469665000	215	1	1.0	1
1	2	1231469744000	215	1	1.0	1
2	3	1231470173000	215	1	1.0	1
3	4	1231470988000	215	1	1.0	1
4	5	1231471428000	215	1	1.0	1
5	6	1231471789000	215	1	1.0	1
6	7	1231472369000	215	1	1.0	1
7	8	1231472743000	215	1	1.0	1
8	9	1231473279000	215	1	1.0	1
9	10	1231473952000	215	1	1.0	1

	height	timestamp	size	tx_count	difficulty	median_fee_rate	avg_fee_rate	total_fees	fee_range_min	fee_range_max	input_count	output_count	output_amount
800204	800205	1690284637000	1379745	2216	5.391117e+13	8.026625	13	13419155	7.004032	469.973890	4837	18017	578221716647
800205	800206	1690285289000	1698880	3224	5.391117e+13	7.193370	11	11486966	6.000000	301.612565	7579	9003	337235968158
800206	800207	1690285469000	1817410	4585	5.391117e+13	5.814739	7	7064786	5.774597	235.416667	6758	8522	60514354589
800207	800208	1690286207000	1704403	4007	5.391117e+13	7.131921	12	12554573	5.816176	696.864111	7518	9518	384146426804
800208	800209	1690286847000	1378340	2657	5.391117e+13	8.815315	14	14478863	6.151030	808.450704	6983	7400	419748450315
800209	800210	1690287219000	1833624	4617	5.391117e+13	6.098668	10	10798418	5.774597	627.943485	7378	8118	361865784734
800210	800211	1690288028000	1551677	2498	5.391117e+13	8.316228	13	13154779	7.000000	1033.057851	7937	6607	722603107147
800211	800212	1690289642000	1579431	3801	5.391117e+13	12.954254	21	21780968	9.500000	673.035211	6964	11297	1327695528497
800212	800213	1690290103000	1580228	3162	5.391117e+13	8.225113	14	14728273	7.027581	671.291714	7037	10083	640226583272
800213	800214	1690290559000	1385714	2114	5.391117e+13	18.115942	17	17859404	7.050000	336.653504	4351	5102	429616498351

Overview

Variables

Interactions

Correlations

Missing values

Sample